Category: Causal Inference

Anything related to experimentation, A/B tests, and observational causal inference.

December 18, 2024

Lord’s Paradox: A Simple Illustration
December 18, 2024

Stratified Sampling with Continuous Variables
December 6, 2024

Simpson’s Paradox: A Simple Illustration
November 21, 2024

Causation without Correlation
October 29, 2024

Bayesian Analysis of A/B Tests: A Modern Approach
August 12, 2024

Causality without Experiments, Unconfoundedness, or Instruments
August 1, 2023

Machine Learning Regression Adjustments in A/B Tests
July 28, 2023

The Alphabet of Learners for Heterogeneous Treatment Effects
June 30, 2023

Using Lasso to Estimate Heterogeneous Treatment Effects
April 30, 2023

An Overview of Machine Learning Methods in Causal Inference